High-Particle Simulation of Monte-Carlo Dose Distribution with 3D ConvLSTMs. - Sonia Martinot; Norbert Bus; Maria Vakalopoulou; Charlotte Robert; Eric Deutsch; Nikos Paragios (MICCAI (4), 2021)

Differentiable Gamma Index-Based Loss Functions: Accelerating Monte-Carlo Radiotherapy Dose Simulation. - Sonia Martinot; Nikos Komodakis; Maria Vakalopoulou; Norbert Bus; Charlotte Robert; Eric Deutsch; Nikos Paragios (IPMI, 2023)

Deep Learning-based Methods for Radiotherapy Dose Optimization. (Apprentissage profond pour l'optimisation des doses en radiothérapie). - Sonia Martinot (2023)